Triple
T14662123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Late Roman–Hunnic conflicts |
E344270
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object | Hunnic campaigns in Gaul |
E344269
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hunnic campaigns in Gaul | Statement: [Late Roman–Hunnic conflicts, significantEvent, Hunnic campaigns in Gaul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunnic campaigns in Gaul Context triple: [Late Roman–Hunnic conflicts, significantEvent, Hunnic campaigns in Gaul]
-
A.
Hunnic invasions of Gaul
chosen
The Hunnic invasions of Gaul were a series of 5th-century military campaigns led by Attila the Hun that threatened Roman and barbarian territories in Western Europe and culminated in major clashes with Roman-allied forces.
-
B.
Gallic campaigns of the Western Roman Empire
The Gallic campaigns of the Western Roman Empire were late 5th-century military efforts by the crumbling Western imperial government to retain control over Roman Gaul against invading Germanic kingdoms and internal usurpers.
-
C.
Three Gauls
The Three Gauls were a major Roman administrative division in ancient Gaul, comprising the provinces of Aquitania, Belgica, and Lugdunensis.
-
D.
Ager Gallicus
Ager Gallicus was an ancient region of northeastern Italy along the Adriatic coast, historically inhabited by Gallic tribes and later incorporated into Roman territory.
-
E.
Dacian Wars
The Dacian Wars were a series of early 2nd-century Roman military campaigns in which Emperor Trajan conquered the Dacian kingdom, expanding the Roman Empire and securing its northeastern frontier.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51c84448190a1f5fa9ab8a1e2c4 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde175db5881908f88d2b3fd72bb52 |
completed | May 8, 2026, 1:13 p.m. |
Created at: April 10, 2026, 1:27 a.m.